Seeing the blind spots before they become strategy failures
How stronger collection, source validation and challenge mechanisms can reduce executive exposure to weak assumptions and misleading signals.
Read articleRelated macro
Transportation and mobility services
Strengthen network economics and customer value as demand, capacity and technology reshape how people move across transportation systems.
Discover the macroEditorial overview
Articles
Third-party ecosystems are the new risk perimeter
How supplier, cyber and reputational exposures can propagate across extended enterprise networks faster than traditional controls can respond.
Read articleFocus
The car industry is becoming a software and semiconductor industry as well
EVs, software-defined vehicles and autonomy are shifting competitive advantage toward computing, architecture and continuous product evolution.
AI is forcing software companies to question the economics of software itself
Agents can automate work previously performed inside applications, putting pressure on user-based pricing and established SaaS product boundaries.
Strategic challenges
Can biopharma globalize innovation while regulation becomes more local?
The challenge is preserving global R&D and launch economics as pricing, supply and regulatory conditions diverge across major markets.
Can autonomous operations scale beyond isolated high-performing plants?
The challenge is integrating intelligent systems across ageing assets, fragmented data and manufacturing networks with uneven maturity.
POV
Not every chemical asset deserves to survive the next cycle
Where structural cost position is broken, waiting for demand recovery may simply postpone a portfolio decision that economics already made.
Private markets cannot treat liquidity as somebody else's problem forever
As hold periods extend, the ability to manufacture credible exits becomes as important as the ability to originate deals.
Strategic impact
Intelligent operations can reshape the economics of industrial capacity
Better coordination of machines, people and production decisions changes how manufacturers manage throughput, downtime and scarce skills.
Agritech is making farm economics increasingly measurable at field level
Better sensing, forecasting and input management can expose where productivity gains are real and where biological limits still dominate.
What we observe
Professional firms often use AI to protect margins without changing the billing model
Clients eventually notice when the same output requires fewer hours, making internal productivity gains difficult to keep entirely inside the firm.
Retailers often optimize the website while the discovery layer moves somewhere else
AI assistants can influence consideration before shoppers reach a retailer, reducing the strategic value of owning the interface alone.